Statistics for Data Scientists : An Introduction to Probability, Statistics, and Data Analysis
1st ed. 2022
Book Details
Format
Paperback / Softback
Book Series
Undergraduate Topics in Computer Science
ISBN-10
303010530X
ISBN-13
9783030105303
Edition
1st ed. 2022
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
CH
Country of Publication
GB
Publication Date
Feb 3rd, 2022
Print length
321 Pages
Weight
538 grams
Dimensions
15.50 x 23.40 x 2.30 cms
Product Classification:
Probability & statisticsMaths for computer scientists
Ksh 7,200.00
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This book provides an undergraduate introduction to analysing data for data science, computer science, and quantitative social science students.
This book provides an undergraduate introduction to analysing data for data science, computer science, and quantitative social science students. It uniquely combines a hands-on approach to data analysis - supported by numerous real data examples and reusable [R] code - with a rigorous treatment of probability and statistical principles.
Where contemporary undergraduate textbooks in probability theory or statistics often miss applications and an introductory treatment of modern methods (bootstrapping, Bayes, etc.), and where applied data analysis books often miss a rigorous theoretical treatment, this book provides an accessible but thorough introduction into data analysis, using statistical methods combining the two viewpoints. The book further focuses on methods for dealing with large data-sets and streaming-data and hence provides a single-course introduction of statistical methods for data science.Get Statistics for Data Scientists by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Nature Switzerland AG and it has pages.
